Update app.py

app.py

@@ -10,7 +10,7 @@ load_dotenv()
 
 MAX_INPUT_CHARACTERS= int(os.environ.get("MAX_INPUT_CHARACTERS", default=1000))
 
-ner_pipeline = pipeline("token-classification", model="projecte-aina/multiner_ceil",aggregation_strategy="simple")
+ner_pipeline = pipeline("token-classification", model="projecte-aina/deberta_multiner",aggregation_strategy="simple")
 
 def submit_input(text):
     if text.strip() == "":  
@@ -39,8 +39,8 @@ with gr.Blocks(**AinaGradioTheme().get_kwargs()) as demo:
     with gr.Row():
         with gr.Column():
             gr.Markdown(
-                """ **Multiner** is a Named Entity Recognition (NER) model for the Catalan language fine-tuned from the [BERTa] model, a RoBERTa base model pre-trained on a medium-size corpus collected from publicly available corpora and crawlers (check the BERTa model card for more details).
-                It has been trained with a dataset (CEIL:  Catalan Entity Identification and Linking )  that contains 9 main types and 52 subtypes on all kinds of short texts, with almost 59K documents.
+                """ **deberta_multiner** is a Named Entity Recognition (NER) model for the Catalan language (but  with multilingual capabilities) fine-tuned from a [DeBERTa](https://huggingface.co/microsoft/deberta-v3-base) model pre-trained on a large-size multilingual corpus collected from publicly available corpora and crawlers, with a high proportion of Spanish and Catalan texts.
+                It has been fine-tuned with a dataset (CEIL:  Catalan Entity Identification and Linking )  that contains 9 main types and 52 subtypes on all kinds of short texts, with almost 59K documents.
                 This result has been driven and funded by the Government of Catalonia through the  [Aina](https://projecteaina.cat/).
                 """
             )
@@ -80,7 +80,7 @@ with gr.Blocks(**AinaGradioTheme().get_kwargs()) as demo:
     with gr.Row():
         with gr.Column(scale=0.5):
             gr.Examples(
-                label="Example:",
+                label="Catalan example:",
                 examples=[
                     ["""El raper nord-americà Travis Scott ha gravat el videoclip de la seva canço 'Circus Maximus' amb els Castellers de Vilafranca. Segons ha publicat la 'Revista Castells' i ha confirmat l'Agència Catalana de Notícies (ACN), el rodatge es va fer el 2 de juliol a la Tarraco Arena Plaça (TAP) de Tarragona."""],
                 ],
@@ -89,9 +89,18 @@ with gr.Blocks(**AinaGradioTheme().get_kwargs()) as demo:
                 fn=submit_input,
             )
             gr.Examples(
-                label="Example:",
+                label="Spanish example:",
                 examples=[
-                    ["""Un jove Marc Guiu es dona a conèixer davant l'Athletic Club i dona una victòria importantíssima al Barça (1-0). D'aquesta manera, el conjunt blaugrana arriba al Clàssic a només un punt de Reial Madrid."""],
+                    ["""George Smith Patton fué un general del Ejército de los Estados Unidos en Europa durante la Segunda Guerra Mundial."""],
+                ],
+                inputs=[input_],
+                outputs=output,
+                fn=submit_input,
+            )
+            gr.Examples(
+                label="English example:",
+                examples=[
+                    ["""The shirt Lionel Messi wore during Argentina’s 2022 Fifa World Cup final victory over France is expected to sell for a record-breaking $10m."""],
                 ],
                 inputs=[input_],
                 outputs=output,